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Fine-Grained Urban Flow Inference

Fine-grained urban flow inference (FUFI) aims to infer the fine-grained urban flow map from the coarse-grained one.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–5 of 5 papers

Title	Date	Tasks	Status	Hype
Fine-Grained Urban Flow Inference with Multi-scale Representation Learning	Jun 14, 2024	Contrastive LearningFine-Grained Urban Flow Inference	—Unverified	0
Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference	Dec 1, 2023	Fine-Grained Urban Flow InferenceImage Super-Resolution	CodeCode Available	1
Fine-grained Urban Flow Inference with Incomplete Data	Mar 1, 2022	Fine-Grained Urban Flow InferenceMulti-Task Learning	CodeCode Available	0
Fine-Grained Urban Flow Inference	Feb 5, 2020	Fine-Grained Urban Flow Inference	CodeCode Available	1
UrbanFM: Inferring Fine-Grained Urban Flows	Feb 6, 2019	Fine-Grained Urban Flow Inference	CodeCode Available	0

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All datasets TaxiBJ-P1 TaxiBJ-P2 TaxiBJ-P4 TaxiBJ-P3

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	UrbanFM-ne	MSE	12.67	—	Unverified
2	UrbanFM	MSE	12.26	—	Unverified
3	STCF	MSE	11.77	—	Unverified